A novel approach for web mining taxonomy for high-performance computing

D Samanta, S Dutta, MG Galety, S Pramanik - Cyber Intelligence and …, 2022 - Springer
Web mining is a central part of data analysis. The fetching and discovering knowledge from
the different web data in data mining mechanism is more important nowadays. Web usage …

A hybrid classical-quantum approach for multi-class classification

A Chalumuri, R Kune, BS Manoj - Quantum Information Processing, 2021 - Springer
Quantum machine learning recently gained prominence due to the computational ability of
quantum computers in solving machine learning problems that are intractable on a classical …

Quantum classification algorithm based on competitive learning neural network and entanglement measure

M Zidan, AH Abdel-Aty, M El-shafei, M Feraig… - Applied Sciences, 2019 - mdpi.com
In this paper, we develop a novel classification algorithm that is based on the integration
between competitive learning and the computational power of quantum computing. The …

A novel quantum computing model based on entanglement degree

M Zidan - Modern Physics Letters B, 2020 - World Scientific
This paper shows a novel quantum computing model that solves quantum computing
problems based on the degree of entanglement. We show two main theorems: the first …

A quantum classification algorithm for classification incomplete patterns based on entanglement measure

AH Abdel-Aty, H Kadry, M Zidan… - Journal of Intelligent …, 2020 - content.iospress.com
In this paper, a novel quantum classification algorithm that is based on competitive learning
is presented to classify an input pattern that results from the failures of some sensors. As …

An image encryption algorithm based on discrete-time alternating quantum walk and advanced encryption standard

G Liu, W Li, X Fan, Z Li, Y Wang, H Ma - Entropy, 2022 - mdpi.com
This paper proposes an image encryption scheme based on a discrete-time alternating
quantum walk (AQW) and the advanced encryption standard (AES). We use quantum …

[HTML][HTML] Modulation instability analysis and optical solitons in birefringent fibers to RKL equation without four wave mixing

S ur Rehman, J Ahmad - Alexandria Engineering Journal, 2021 - Elsevier
In this present work, we retrieve the optical solitons in birefringent fibers modeled by
Radhakrishnan-Kundu-Lakshmanan (RKL) equation in coupled vector form. The system is …

[PDF][PDF] A novel algorithm based on entanglement measurement for improving speed of quantum algorithms

M Zidan, A Abdel-Aty, A Younes… - Appl. Math. Inf …, 2018 - naturalspublishing.com
In this paper, we draw attention to consider that the quantum entanglement measurement
should be implemented as a key part during manufacturing the quantum processors and …

Language identification framework in code-mixed social media text based on quantum LSTM—the word belongs to which language?

S Shekhar, DK Sharma, MMS Beg - Modern Physics Letters B, 2020 - World Scientific
Machine learning (ML) architectures based on neural model have garnered considerable
attention in the field of language classification. Code-mixing is a common phenomenon on …

Quantum face recognition with multi-gate quantum convolutional neural network

Y Zhu, A Bouridane, ME Celebi, D Konar… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
In the last decade, quantum computing has showcased its unique mechanism across
diverse fields, highlighting significant potential for data-driven applications requiring …